dispirited - Story 31924 | Emotion Vectors in Gemma4-31B

The concert hall was a cacophony of sound and light, a symphony of stimuli that usually invigorated him. Tonight, however, it was an assault. He clutched his chest, a tight knot forming with each booming chord and flashing strobe. He should be lost in the music, but instead, he felt trapped. He wanted to leave, but the idea of navigating the crowd felt impossible.

He bumped into someone, a woman spilling her water. He flinched, expecting an annoyed reaction, but she just offered him an apologetic smile.

"I’m so sorry," she said, her voice calm. "I have the same issues with the lights and sound as you, don't I?" He stared at her, the knot in his chest loosening slightly.

Emotion: dispirited

Cluster: Sadness / Despair

PC1 (Valence): -1.88 Negative

PC2 (Disposition): -0.98

Role in Research

This story is one of 1,000 stories generated for the emotion dispirited. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 dispirited stories, after denoising with neutral dialogue baselines, produces the dispirited emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the dispirited vector is projected through the unembedding matrix.

Promoted:

`😞`	0.398
`S`	0.348
`’`	0.325
`ness`	0.320
`无法`	0.308

Suppressed:

`de`	-0.297
`l`	-0.256
`👏`	-0.251
`sonra`	-0.240
`aud`	-0.240